Search Results - "Sales, Claudomiro"

Predicting cell-penetrating peptides using machine learning algorithms and navigating in their chemical space by de Oliveira, Ewerton Cristhian Lima, Santana, Kauê, Josino, Luiz, Lima e Lima, Anderson Henrique, de Souza de Sales Júnior, Claudomiro

“…Cell-penetrating peptides (CPPs) are naturally able to cross the lipid bilayer membrane that protects cells. These peptides share common structural and…”
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BrainPepPass: A Framework Based on Supervised Dimensionality Reduction for Predicting Blood-Brain Barrier-Penetrating Peptides by de Oliveira, Ewerton Cristhian Lima, Hirmz, Hannah, Wynendaele, Evelien, Seixas Feio, Juliana Auzier, Moreira, Igor Matheus Souza, da Costa, Kauê Santana, Lima, Anderson H., De Spiegeleer, Bart, de Sales Júnior, Claudomiro de Souza

“…Peptides that pass through the blood-brain barrier (BBB) not only are implicated in brain-related pathologies but also are promising therapeutic tools for…”
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Investigating molecular descriptors in cell-penetrating peptides prediction with deep learning: Employing N, O, and hydrophobicity according to the Eisenberg scale by Seixas Feio, Juliana Auzier, de Oliveira, Ewerton Cristhian Lima, de Sales, Junior, Claudomiro de Souza, da Costa, Kauê Santana, E Lima, Anderson Henrique Lima

“…Cell-penetrating peptides comprise a group of molecules that can naturally cross the lipid bilayer membrane that protects cells, sharing physicochemical and…”
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Improving ransomware detection based on portable executable header using xception convolutional neural network by Moreira, Caio C., Moreira, Davi C., Sales Jr, Claudomiro de S. de

“…•Creates and shares an updated feature dataset with goodware and 25 ransomware families.•Simplifies PE header analysis using its raw form.•Visualizes and tests…”
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A comprehensive analysis combining structural features for detection of new ransomware families by Moreira, Caio C., Moreira, Davi C., Sales, Claudomiro

“…This study presents a comprehensive static analysis method that combines multiple structural features extracted from Windows executable files. The method…”
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Biological Membrane-Penetrating Peptides: Computational Prediction and Applications by de Oliveira, Ewerton Cristhian Lima, da Costa, Kauê Santana, Taube, Paulo Sérgio, Lima, Anderson H, Junior, Claudomiro de Souza de Sales

“…Peptides comprise a versatile class of biomolecules that present a unique chemical space with diverse physicochemical and structural properties. Some classes…”
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A framework for data compression and damage detection in structural health monitoring applied on a laboratory three-story structure by Pereira de Lima, Manoel Afonso, Sales, Claudomiro, Santos, Adam, Santos, Reginaldo, Silva, Moisés, Costa, João, Carvalho, Marissa, Cruz, Michell

“…Structural Health Monitoring (SHM) is an important technique used to preserve many types of structures in the short and long run, using sensor networks to…”
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Polygonal Coordinate System: Visualizing high-dimensional data using geometric DR, and a deterministic version of t-SNE by Flexa, Caio, Gomes, Walisson, Moreira, Igor, Alves, Ronnie, Sales, Claudomiro

“…•A global geometric approach for embedding-based dimensionality reduction in 2D/3D.•An effcient method across a regular polygon named Polygonal Coordinate…”
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Multi-objective genetic algorithm for missing data imputation by Lobato, Fabio, Sales, Claudomiro, Araujo, Igor, Tadaiesky, Vincent, Dias, Lilian, Ramos, Leonardo, Santana, Adamo

“…•The paper proposes a novel Multi-objective Genetic Algorithm for Data Imputation, called MOGAImp.•This is the first method that applies a multi-objective…”
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Data Management System for Structural Health Monitoring by Santos, Adam Dreyton Ferreira dos, Silva, Moises Felipe Mello da, Sales Junior, Claudomiro de Souza de, Sousa, Marco Jose de, Fernandes, Cindy Stella, Costa, Joao Crisostomo Weyl Albuquerque

“…Optical sensors have found application in many fields, such as in Civil Engineering, Aeronautics, Energy and Oil & Gas Industries. Monitoring solutions based…”
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Deep principal component analysis: An enhanced approach for structural damage identification by Silva, Moisés, Santos, Adam, Santos, Reginaldo, Figueiredo, Eloi, Sales, Claudomiro, Costa, João CWA

“…The structural health monitoring relies on the continuous observation of a dynamic system over time to identify its actual condition, detect abnormal…”
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Data Normalization in Structural Health Monitoring by Means of Nonlinear Filtering by Flexa, Caio, Gomes, Walisson, Sales, Claudomiro

“…Structural Health Monitoring (SHM) is a skillful strategy for preserving different kinds of structures in short-and long-term. This work describes the effects…”
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A semi-autonomous particle swarm optimizer based on gradient information and diversity control for global optimization by Santos, Reginaldo, Borges, Gilvan, Santos, Adam, Silva, Moisés, Sales, Claudomiro, Costa, João C.W.A.

“…•A semi-autonomous particle swarm optimizer (SAPSO) is proposed for global optimization.•The SAPSO algorithm uses gradient-based information and diversity…”
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A novel unsupervised approach based on a genetic algorithm for structural damage detection in bridges by Silva, Moisés, Santos, Adam, Figueiredo, Eloi, Santos, Reginaldo, Sales, Claudomiro, Costa, João C.W.A.

“…This paper proposes a novel unsupervised and nonparametric genetic algorithm for decision boundary analysis (GADBA) to support the structural damage detection…”
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Mutual equidistant-scattering criterion: A new index for crisp clustering by Flexa, Caio, Santos, Reginaldo, Gomes, Walisson, Sales, Claudomiro, Costa, João C.W.A.

“…•A new non-parametric internal validity index is proposed for crisp clustering.•The index is based on within-cluster mutual equidistant-scattering.•It is…”
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Agglomerative concentric hypersphere clustering applied to structural damage detection by Silva, Moisés, Santos, Adam, Santos, Reginaldo, Figueiredo, Eloi, Sales, Claudomiro, Costa, João C.W.A.

“…•A novel clustering algorithm for structural damage detection under normal conditions.•A data density-based approach to automatically estimate the number of…”
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A Global Expectation-Maximization Approach Based on Memetic Algorithm for Vibration-Based Structural Damage Detection by Santos, Adam, Santos, Reginaldo, Silva, Moises, Figueiredo, Eloi, Sales, Claudomiro, Costa, Joao C. W. A.

“…This paper proposes a novel unsupervised damage detection approach based on a memetic algorithm that establishes the normal or undamaged condition of a…”
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Genetic‐based EM algorithm to improve the robustness of Gaussian mixture models for damage detection in bridges by Santos, Adam, Figueiredo, Eloi, Silva, Moisés, Santos, Reginaldo, Sales, Claudomiro, Costa, João C. W. A.

“…Summary During the service life of bridges, the bridge management systems (BMSs) seek to handle all performed assessment activities by controlling regular…”
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A rotationally invariant semi-autonomous particle swarm optimizer with directional diversity by Santos, Reginaldo, Borges, Gilvan, Santos, Adam, Silva, Moisés, Sales, Claudomiro, Costa, João C.W. A.

“…The semi-autonomous particle swarm optimizer (SAPSO) [1] is a relatively recent algorithm for global continuous optimization based on gradient direction and…”
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An Improved Artificial Bee Colony Algorithm with Diversity Control by Gomes, Walisson, Santos, Reginaldo, Sales, Claudomiro

“…Artificial Bee Colony algorithm is a swarm intelligence based technique that has shown a satisfactory performance for complex optimization problems even when…”
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